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Add LLM inference support to JMLC API#2430

Open

kubraaksux wants to merge 24 commits intoapache:mainapache/systemds:mainfrom

kubraaksux:llm-apikubraaksux/systemds:llm-apiCopy head branch name to clipboard

Conversation Commits24 (24)Checks Files changed

Open

Add LLM inference support to JMLC API#2430
kubraaksux wants to merge 24 commits intoapache:mainfrom
kubraaksux:llm-api

Commits

Commits on Feb 13, 2026

Add LLM inference support to JMLC API via Py4J bridge
kubraaksux
committed
Refactor loadModel to accept worker script path as parameter
kubraaksux
committed
Add dynamic port allocation and improve resource cleanup
kubraaksux
committed
Move llm_worker.py to fix Python module collision
kubraaksux
committed

Commits on Feb 14, 2026

Use python3 with fallback to python in Connection.java
kubraaksux
committed
Add batch inference with FrameBlock and metrics support
kubraaksux
committed
Clean up test: extract constants and shared setup method
kubraaksux
committed
Add token counts, GPU support, and improve error handling
kubraaksux
committed

Commits on Feb 16, 2026

Increase worker startup timeout to 300s for larger models
kubraaksux
committed
Revert accidental changes to MatrixBlockDictionary.java
kubraaksux
committed
Add GPU batching support to JMLC LLM inference
kubraaksux
committed
Keep both sequential and batched inference modes in PreparedScript
kubraaksux
committed
Add gitignore rules for .env files, meeting notes, and local tool config
kubraaksux
committed
Add llmPredict builtin, opcode and ParamBuiltinOp entries
kubraaksux
committed
Add llmPredict parser validation in ParameterizedBuiltinFunctionExpression
kubraaksux
committed
Wire llmPredict through hop, lop and instruction generation
kubraaksux
committed
Add llmPredict CP instruction with HTTP-based inference
kubraaksux
committed
Remove Py4J-based LLM inference from JMLC API
kubraaksux
committed
Rewrite LLM test to use llmPredict DML built-in
kubraaksux
committed
Add OpenAI-compatible HTTP inference server for HuggingFace models
kubraaksux
committed
Fix llmPredict code quality issues
kubraaksux
committed
Add concurrency parameter to llmPredict built-in
kubraaksux
committed
Remove license header from test, clarify llm_server.py docstring
kubraaksux
committed
Fix JMLC frame binding: match DML variable names to registered inputs
kubraaksux
committed

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